{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"995adc06b8b6","filters":{"venue":"Revista Saberes Educativos"}},"results":[{"id":"W4413427096","doi":"10.5354/2452-5014.2025.79879","title":"Formación socioemocional en enseñanza técnico superior. El caso de Construye T, México","year":2025,"lang":"es","type":"article","venue":"Revista Saberes Educativos","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Sergio Nava-Lara","is_ca":false},{"name":"Viviana Hojman","is_ca":false},{"name":"Claudia Navarro Corona","is_ca":false},{"name":"Fabiola Melo Araneda","is_ca":true},{"name":"Ignacio Bustos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02132239950293478,"gpt":0.3480312060574695,"spread":0.3267088065545347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001769393,0.0004215489,0.0005002134,0.0001071971,0.001306116,0.001007846,0.001176796,0.0002700674,0.003232871],"category_scores_gemma":[0.002143173,0.0002241657,0.0003437742,0.0008913459,0.0008497681,0.0003992358,0.0003027752,0.0008521245,0.0003092293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828176,"about_ca_system_score_gemma":0.002334923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008487908,"about_ca_topic_score_gemma":0.0001109155,"domain_scores_codex":[0.9959103,0.0008120716,0.0006130208,0.000762757,0.0006775636,0.001224212],"domain_scores_gemma":[0.9960531,0.002671944,0.0001796941,0.0002565451,0.0002720413,0.0005666944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000765082,0.0008736289,0.5681726,0.0003430199,0.0001249026,0.000009973636,0.002433444,0.000002918234,0.04154013,0.2368985,0.05484229,0.09468206],"study_design_scores_gemma":[0.0003000526,0.0002867201,0.630017,0.0007838248,0.00007217251,0.00006235493,0.01092819,0.0001125363,0.001378194,0.005807653,0.3495895,0.0006617723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587137,0.005069997,0.00001594528,0.02367832,0.0006005448,0.0005548893,0.0001295397,0.00005690379,0.01118024],"genre_scores_gemma":[0.9825979,0.001458885,0.0003709864,0.001425191,0.001151436,0.00008709404,0.00009946116,0.000004752867,0.01280423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2947472,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391124452","doi":"10.5354/2452-5014.2024.73593","title":"Prácticas de evaluación de los aprendizajes: conocimiento y desafíos actuales de docentes de primaria","year":2024,"lang":"es","type":"article","venue":"Revista Saberes Educativos","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Carolina Ruminot Vergara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04989673485042247,"gpt":0.4502237945192967,"spread":0.4003270596688742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003814921,0.0005443366,0.0005562654,0.0002884032,0.0007711533,0.002424362,0.0008739447,0.0003704696,0.003006656],"category_scores_gemma":[0.003269168,0.0005646884,0.0003605673,0.0009238084,0.0008158498,0.0004631338,0.0001202045,0.0008468676,0.0003839979],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467545,"about_ca_system_score_gemma":0.01339856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873073,"about_ca_topic_score_gemma":0.0001673726,"domain_scores_codex":[0.9942788,0.001878137,0.0006925996,0.0008670893,0.0005822235,0.00170117],"domain_scores_gemma":[0.9957274,0.00223819,0.00026754,0.0005958096,0.0001942616,0.0009767872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004644716,0.001339893,0.1182857,0.002885234,0.0006659699,0.00003329894,0.4310711,0.00001217795,0.001652821,0.3271712,0.06119455,0.05564162],"study_design_scores_gemma":[0.0005204063,0.0001572598,0.02654484,0.00410195,0.0009710621,0.0001154871,0.1233846,0.0007150961,0.001105325,0.009515437,0.8317088,0.001159734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881944,0.03497381,0.001203486,0.02166258,0.001668381,0.001413702,0.0001193961,0.0005576519,0.05020653],"genre_scores_gemma":[0.9769561,0.004434726,0.005692863,0.001307894,0.002202156,0.000262787,0.00004560671,0.0001181167,0.008979698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7705142,"threshold_uncertainty_score":0.9996805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}